Climate-driven Model Based on Long Short-Term Memory and Bayesian Optimization for Multi-day-ahead Daily Streamflow Forecasting-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Climate-driven Model Based on Long Short-Term Memory and Bayesian Optimization for Multi-day-ahead Daily Streamflow Forecasting

Published:2021-11-04 Issue:1 Volume:36 Page:21-37
ISSN:0920-4741
Container-title:Water Resources Management
language:en
Short-container-title:Water Resour Manage

Author:

Lian Yani,Luo Jungang,Wang Jingmin,Zuo Ganggang,Wei Na

Funder

national natural science foundation of china

research fund of the state key laboratory of eco-hydraulics in northwest arid region, xi’an university of technology

natural science basic research program of shaanxi

special scientific research program of shaanxi provincial education department

Publisher

Springer Science and Business Media LLC

Subject

Water Science and Technology,Civil and Structural Engineering

Link

https://link.springer.com/content/pdf/10.1007/s11269-021-03002-2.pdf

Reference44 articles.

1. Abdi H, Williams LJ (2010) Principal component analysis. WIREs Comp Stat 2:433–459. https://doi.org/10.1002/wics.101

2. Abro MI, Zhu D, Khaskheli MA, Elahi E, Aleem-ul-Hassan M, Ramay M (2020) Statistical and qualitative evaluation of multi-sources for hydrological suitability inflood-prone areas of Pakistan. J Hydrol 588:125117. https://doi.org/10.1016/j.jhydrol.2020.125117

3. Asante-Okyere S, Shen C, Ziggah YY, Rulegeya MM, Zhu X (2020) Principal component analysis (PCA) based hybrid models for the accurate estimation of reservoir water saturation. Comput Geosci 145:104555. https://doi.org/10.1016/j.cageo.2020.104555

4. Awotwi A, Annor T, Anornu GK, Quaye-Ballard JA, Agyekum J, Ampadu B, Nti IK, Gyampo MA, Boakye E (2021) Climate change impact on streamflow in a tropical basin of Ghana, West Africa. J Hydrol Reg Stud 34:100805. https://doi.org/10.1016/j.ejrh.2021.100805

5. Bai Y, Bezak N, Sapač K, Klun M, Zhang J (2019) Short-term streamflow forecasting using the feature-enhanced regression model. Water Resour Manag 33:4783–4797. https://doi.org/10.1007/s11269-019-02399-1

Cited by 20 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Water quality prediction based on sparse dataset using enhanced machine learning;Environmental Science and Ecotechnology;2024-07

2. Hybrid Approach for Streamflow Prediction: LASSO-Hampel Filter Integration with Support Vector Machines, Artificial Neural Networks, and Autoregressive Distributed Lag Models;Water Resources Management;2024-04-18

3. A Flood Season Division Model Considering Uncertainty and New Information Priority;Water Resources Management;2024-04-02

4. A New Whole Life Cycle Index System for Evaluation of Runoff Forecasting;Water Resources Management;2024-01-16

5. Enhanced streamflow prediction using SWAT’s influential parameters: a comparative analysis of PCA-MLR and XGBoost models;Earth Science Informatics;2023-11-13

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3